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Automation Risk Analysis

Will “Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” be Automated?

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AI Exposure Risk

58%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Train users to use new or modified equipment.

  • Determine system performance standards.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Coordinate installation of software system.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

Technologies & Software

  • Extensible hypertext markup language XHTML
  • Allaire ColdFusion
  • Customer information control system CICS
  • Red Hat OpenShift
  • Canu
  • Dynamic modeling software
  • Microsoft Word
  • Microsoft Visual Basic for Applications VBA
  • React
  • Linux
  • Oracle JDBC
  • Data analysis software
  • Amazon DynamoDB
  • Functional testing software
  • GitHub
  • Microsoft OneNote
  • IBM Rational ClearCase
  • Apache Hive
  • Google Docs
  • LibreOffice
  • Extensible stylesheet language transformations XSLT
  • Tableau
  • Oberon
  • Xcode
  • DeepSeek
  • Moodle
  • UNIX
  • SonarQube
  • Adobe Acrobat
  • Object Management Group Object Request Broker
  • Blink
  • Usability testing software
  • Puppet
  • Talend Data Fabric
  • Dynamic hypertext markup language DHTML
  • AWK
  • IBM Rational RequisitePro
  • Drupal
  • Job control language JCL
  • Forth
  • System testing software
  • Perforce Helix software
  • Gradle
  • Source code editor software
  • Apache Cassandra
  • Microsoft Team Foundation Server
  • Apache HTTP Server
  • SAP Adaptive Server Enterprise
  • Microsoft ActiveX
  • Grok (xAI)
  • Gemini Code Assist
  • Data definition language DDL
  • Go
  • Integrated development environment IDE software
  • Kimi (Moonshot AI)
  • Dynamic analysis software
  • Microsoft Active Server Pages ASP
  • Call-processing language CPL
  • LinkedIn
  • NortonLifeLock cybersecurity software
  • Microsoft SQL Server Reporting Services SSRS
  • Atlassian Bitbucket
  • PHP
  • Splunk Enterprise
  • Microsoft ASP.NET Core MVC
  • Wireshark
  • PyTorch
  • Wind River VxWorks
  • Apache Tomcat
  • Kotlin
  • Salesforce software
  • Microsoft Active Directory
  • Perplexity AI
  • Embedded systems development software
  • Modula
  • QNX
  • Oracle Fusion Middleware
  • Oracle Reports
  • Amazon CodeWhisperer
  • Smalltalk
  • SAP Business Intelligence
  • ChatGPT (OpenAI)
  • National Instruments LabVIEW
  • Google Antigravity
  • Oracle Database
  • Cascading style sheets CSS
  • Static analysis software
  • UNIX Shell
  • IBM WebSphere MQ
  • Redis
  • Computer Associates integrated data management system CA-IDMS
  • PostgreSQL
  • Migration testing software
  • Google Gmail
  • Algorithmic language ALGOL
  • Microsoft Teams
  • McAfee
  • SAP Business Objects
  • Scala
  • File server software
  • Microsoft Access
  • Ruby on Rails
  • Google Android
  • Adobe Flex
  • Adobe Illustrator
  • Adobe After Effects
  • J
  • A programming language APL
  • Objective Caml
  • Selenium
  • Backbone.js
  • Snowflake
  • Restructured extended executor REXX
  • Magellan Firmware
  • 3M Post-it App
  • Perl
  • Oracle Java Message Service JMS
  • Oracle WebLogic Server
  • Amazon Kinesis
  • GroupMe
  • ServiceNow
  • SmugMug Flickr
  • v0 by Vercel
  • Common Lisp Object System CLOS
  • SAP ERP
  • Advanced business application programming ABAP
  • Eclipse IDE
  • Encryption software
  • Apache Solr
  • Loom
  • FileMaker Pro
  • Chef
  • Apache Flume
  • Oracle Hyperion
  • Regression testing software
  • Nagios
  • Formula translation/translator FORTRAN
  • Oracle Java
  • Computer On-line Real-time Applications Language CORAL 66
  • TypeScript
  • JavaScript
  • Workday software
  • MySQL
  • Apache Airflow
  • Operating system software
  • LogMeIn GoToMeeting
  • Hypertext markup language HTML
  • Apache Subversion SVN
  • RabbitMQ
  • Evernote
  • Prolog
  • String oriented symbolic language SNOBOL
  • Google Sheets
  • Software distribution management software
  • Emerald Software Group Emerald Green Office
  • ESRI ArcGIS software
  • Blackbaud The Raiser's Edge
  • Hibernate ORM
  • Oracle PL/SQL
  • Mistral AI (chat/models)
  • Minitab
  • Interface definition language IDL
  • Programming language one PL/I
  • Spring Framework
  • Red Hat WildFly
  • Component object model COM software
  • MongoDB
  • Relational database management software
  • Test design software
  • Ext JS
  • Zoom
  • Apple macOS
  • Integration testing software
  • Docker
  • Platform as a service PaaS
  • Enterprise resource planning ERP software
  • Single sign-on SSO
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Llama (Meta)
  • Slack
  • Spring Boot
  • NoSQL
  • MicroStrategy
  • IBM AIX
  • IBM Domino
  • IBM Terraform
  • IBM Middleware
  • Cursor AI
  • Swift
  • Mistral (Mistral AI)
  • Virtual private networking VPN software
  • Web service definition language WDSL
  • GitHub Copilot
  • Microsoft Power BI
  • Oracle Solaris
  • Apache HBase
  • Red Hat Ansible Engine
  • SAP NetWeaver
  • Simple API for XML SAX
  • Adobe Creative Cloud software
  • R
  • Lovable.dev
  • Vue.js
  • IBM DB2
  • Amazon Web Services AWS CloudFormation
  • Microsoft ESP SDK
  • Microsoft transact-structural query language T-SQL
  • Load testing software
  • Oracle Fusion Applications
  • TensorFlow
  • Objective C
  • SAP PowerBuilder
  • Microsoft Azure DevOps Services
  • Visible Razor
  • Devin (Cognition AI)
  • IBM Rational ClearQuest
  • Bootstrap
  • Microsoft Power Automate
  • Microsoft Visio
  • Web application software
  • Event-driven State-machines Programming
  • JamBoard
  • Unit testing software
  • StataCorp Stata
  • Microsoft Windows Server
  • The MathWorks MATLAB
  • IBM Rational Rose XDE
  • Oracle Business Intelligence Enterprise Edition
  • Ada
  • Microsoft Windows
  • Django
  • JUnit
  • Ubuntu
  • Flipgrid
  • Pascal
  • Security testing software
  • GraphQL
  • SAP software
  • Dropbox
  • Automated installation software
  • WordPress
  • Microsoft SQL Server
  • Scheme
  • Distributed component object model DCOM software
  • Microsoft Outlook
  • Fault testing software
  • Recovery testing software
  • Disk operating system DOS
  • MuleSoft software
  • Test implementation software
  • JFrog Artifactory
  • Microsoft Internet Information Services (IIS)
  • Microsoft Dynamics
  • Gemini (Google)
  • Microsoft Dynamics GP
  • Oracle SQL Developer
  • Qwen (Alibaba)
  • LexisNexis
  • KornShell
  • Eclipse Jersey
  • C
  • Common business oriented language COBOL
  • GNU Image Manipulation Program GIMP
  • Component-based Scalable Logical Architecture CSLA
  • Nova (Amazon)
  • YouTube
  • Apache Struts
  • C++
  • Bigloo Scheme
  • ABC: the AspectBench Compiler for AspectJ
  • Oracle Application Server
  • Win CE
  • Oracle PeopleSoft Financials
  • XML Path Language XPATH
  • ABC Compiler
  • Claude (Anthropic)
  • List processing language LISP
  • MUMPS M
  • Firewall software
  • Oracle Cloud software
  • Adobe InDesign
  • Microsoft Excel
  • Google Meet
  • Airtable
  • Management information systems MIS
  • Interstate connection ICON
  • Cisco IOS
  • Veritas NetBackup
  • Mutation testing software
  • Symantec Visual Cafe
  • Transact-SQL
  • Salesforce Visualforce
  • Figma
  • Beginner's all-purpose symbolic instruction code BASIC
  • Version control software
  • Configuration management software
  • Google Angular
  • IBM Notes
  • Apple iOS
  • Graphical user interface GUI design software
  • Apache Ant
  • Oracle Business Intelligence Suite
  • Python
  • Apache Hadoop
  • Hewlett Packard HP-UX
  • Document management system software
  • Adobe Dreamweaver
  • ADO.NET
  • jQuery
  • IBM SPSS Statistics
  • Microsoft Visual Basic Scripting Edition VBScript
  • Microsoft SQL Server Integration Services SSIS
  • Microsoft PowerShell
  • Google Analytics
  • React Redux
  • Google Drive
  • Jupyter Notebook
  • Shell script
  • Software libraries
  • SAS
  • Apache Pig
  • Enterprise JavaBeans
  • Open Graphics Library OpenGL
  • Microsoft Office software
  • Alteryx software
  • Amazon Redshift
  • IBM InfoSphere DataStage
  • IBM Power Systems software
  • Amazon Simple Storage Service S3
  • Google Cloud software
  • Adobe ActionScript
  • Codeium
  • React Native
  • Cisco Webex
  • Citrix cloud computing software
  • Marketo Marketing Automation
  • Oracle Primavera Enterprise Project Portfolio Management
  • C#
  • SAP Crystal Reports
  • Apache Spark
  • Stress testing software
  • Microsoft ASP.NET
  • MathWorks Simulink
  • Atlassian JIRA
  • Bolt.new
  • Oracle E-Business Suite Financials
  • Structured query language SQL
  • Collaborative Application Markup Language CAML
  • Border Gateway Protocol BGP
  • Requirements management software
  • Interoperability testing software
  • AJAX
  • Apache Avro
  • IBM WebSphere
  • Oracle Business Intelligence Discoverer
  • Microservices Architecture
  • Gambit Scheme
  • IBM z/OS operating systems
  • Sun Microsystems Java Persistence API
  • Microsoft Publisher
  • PuTTY
  • Distributed database management software
  • Oracle JD Edwards EnterpriseOne
  • Red Hat Enterprise Linux
  • Microsoft Azure software
  • Oracle PeopleSoft
  • Amazon Web Services AWS software
  • Web server software
  • Tabnine
  • Storage area network SAN software
  • Document Object Model DOM Scripting
  • Teradata Database
  • Microsoft Visual Basic.NET
  • Bash
  • RESTful API
  • Data manipulation language DML
  • Skype
  • IBM Rational PurifyPlus
  • Git
  • Adobe Photoshop
  • Microsoft Visual Basic
  • Kubernetes
  • Hewlett Packard LoadRunner
  • Simulation program with integrated circuit emphasis SPICE
  • Ansible software
  • Microsoft SharePoint
  • Delphi Technology
  • Node.js
  • Ruby
  • Google Sites
  • Atlassian Bamboo
  • Enterprise application integration EAI software
  • Patch management software
  • American National Standards Institute ANSI C
  • DataVision
  • Verilog
  • Structured Query Report SQR
  • Microsoft Visual Studio
  • Blackboard software
  • Defect tracking software
  • Backup and archival software
  • Extensible markup language XML
  • NetSuite ERP
  • Haskell
  • Qlik Tech QlikView
  • Informatica software
  • Social media sites
  • LAMP Stack
  • Microsoft Exchange
  • Apache Groovy
  • FaceTime
  • Apache Maven
  • Unified modeling language UML
  • Software development tools
  • B-Method
  • Real time operating system RTOS software
  • Eiffel
  • Apache Oozie
  • Atlassian Confluence
  • Microsoft Visual C# .NET
  • E++ pattern language
  • Oracle JavaServer Pages JSP
  • Microsoft PowerPoint
  • Oracle Eloqua
  • Apache Kafka
  • IEA Software Emerald
  • Voice over internet protocol VoIP system software
  • Amazon Elastic Compute Cloud EC2
  • OpenAI ChatGPT
  • Embarcadero JBuilder
  • Google Slides
  • Microsoft Project
  • Migration software
  • LogMeIn GoToWebinar
  • Embarcadero Delphi
  • Talend Big Data Integration
  • GitLab
  • VMware
  • Jenkins CI
  • Trimble SketchUp Pro
  • JavaScript framework software
  • Deployment software
  • JavaScript Object Notation JSON
  • ICON programming language
  • Microsoft .NET Framework
  • IBM Cognos Impromptu
  • Graphical user interface GUI builder software
  • Screencastify
  • Microsoft DirectX
  • Operating system shells
  • Quest Erwin Data Modeler
  • Elasticsearch
  • Graphics processing unit GPU
  • Logic analyzers
  • Multi-core central processing unit CPU
  • Notebook computers
  • Directory servers
  • Application servers
  • Mainframe computers
  • Flash disks
  • Computer servers
  • Desktop computers
  • In circuit emulators ICE
  • Digital cameras

Alternative Job Titles